Real Time And Deliberative Decision Making

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Real-Time and Deliberative Decision Making

Author : Igor Linkov
Publisher : Springer Science & Business Media
ISBN 13 : 1402090269
Total Pages : 452 pages
Book Rating : 4.4/5 (2 download)

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Book Synopsis Real-Time and Deliberative Decision Making by : Igor Linkov

Download or read book Real-Time and Deliberative Decision Making written by Igor Linkov and published by Springer Science & Business Media. This book was released on 2008-10-24 with total page 452 pages. Available in PDF, EPUB and Kindle. Book excerpt: Decision-making tools are needed to support environmental management in an increasingly global economy. Addressing threats and identifying actions to mitigate those threats necessitates an understanding of the basic risk assessment paradigm and the tools of risk analysis to assess, interpret, and communicate risks. It also requires modification of the risk paradigm itself to incorporate a complex array of quantitative and qualitative information that shapes the unique political and ecological challenges of different countries and regions around the world. This book builds a foundation to characterize and assess a broad range of human and ecological stressors, and risk management approaches to address those stressors, using chemical risk assessment methods and multi-criteria decision analysis tools. Chapters discuss the current state-of-knowledge with regard to emerging stressors and risk management, focusing on the adequacy of available systematic, quantitative tools to guide vulnerability and threat assessments, evaluate the consequences of different events and responses, and support decision-making. This book opens a dialogue on aspects of risk assessment and decision analysis that apply to real-time (immediate) and deliberative (long-term) risk management processes.

Understanding Risk

Author : National Research Council
Publisher : National Academies Press
ISBN 13 : 0309133246
Total Pages : 263 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis Understanding Risk by : National Research Council

Download or read book Understanding Risk written by National Research Council and published by National Academies Press. This book was released on 1996-06-05 with total page 263 pages. Available in PDF, EPUB and Kindle. Book excerpt: Understanding Risk addresses a central dilemma of risk decisionmaking in a democracy: detailed scientific and technical information is essential for making decisions, but the people who make and live with those decisions are not scientists. The key task of risk characterization is to provide needed and appropriate information to decisionmakers and the public. This important new volume illustrates that making risks understandable to the public involves much more than translating scientific knowledge. The volume also draws conclusions about what society should expect from risk characterization and offers clear guidelines and principles for informing the wide variety of risk decisions that face our increasingly technological society. Frames fundamental questions about what risk characterization means. Reviews traditional definitions and explores new conceptual and practical approaches. Explores how risk characterization should inform decisionmakers and the public. Looks at risk characterization in the context of the entire decisionmaking process. Understanding Risk discusses how risk characterization has fallen short in many recent controversial decisions. Throughout the text, examples and case studiesâ€"such as planning for the long-term ecological health of the Everglades or deciding on the operation of a waste incineratorâ€"bring key concepts to life. Understanding Risk will be important to anyone involved in risk issues: federal, state, and local policymakers and regulators; risk managers; scientists; industrialists; researchers; and concerned individuals.

Artificial Intelligence Research and Development

Author : T. Alsinet
Publisher : IOS Press
ISBN 13 : 1607503751
Total Pages : 456 pages
Book Rating : 4.6/5 (75 download)

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Book Synopsis Artificial Intelligence Research and Development by : T. Alsinet

Download or read book Artificial Intelligence Research and Development written by T. Alsinet and published by IOS Press. This book was released on 2008-10-15 with total page 456 pages. Available in PDF, EPUB and Kindle. Book excerpt: There was a time when AI was seen by many as science fiction, i.e., the healthy endeavour of speculating about the future. Now the future is here. AI has passed from being a visionary discipline to lying at the core of many commercial enterprises. AI programs scattered through the web influence nowadays our lives: by extracting profiles and offering tailored advertisement, helping us in our searches, establishing social networks, providing entertainment...And not just in the net, but also in the physical world. In Japan there are robots that guide customers through marketplaces advising them where to find the product matching their needs, and realistic replicas of university professors allow them to teach their lectures a hundred kilometres away from the classroom. Not to speak about intelligent prostheses and remote high-precision surgery. In the Catalan-speaking world there are no robots in marketplaces yet, but it is coming. Recently, the first commercial humanoid robot was built. Since AI technology is becoming reasonably mature, companies are progressively relying on it. The Catalan Association for Artificial Intelligence (ACIA) tries to promote synergies within the research community and also between the different actors playing a role in the development of AI: from universities to industry, from governmental departments to the information society, from entertainment enterprises to citizen services.

Improving the Decision Making Abilities of Small Unit Leaders

Author : National Research Council
Publisher : National Academies Press
ISBN 13 : 0309216052
Total Pages : 130 pages
Book Rating : 4.3/5 (92 download)

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Book Synopsis Improving the Decision Making Abilities of Small Unit Leaders by : National Research Council

Download or read book Improving the Decision Making Abilities of Small Unit Leaders written by National Research Council and published by National Academies Press. This book was released on 2012-08-06 with total page 130 pages. Available in PDF, EPUB and Kindle. Book excerpt: For the past decade, the U.S. Marine Corps and its sister services have been engaged in what has been termed "hybrid warfare," which ranges from active combat to civilian support. Hybrid warfare typically occurs in environments where all modes of war are employed, such as conventional weapons, irregular tactics, terrorism, disruptive technologies, and criminality to destabilize an existing order. In August 2010, the National Research Council established the Committee on Improving the Decision Making Abilities of Small Unit Leaders to produce Improving the Decision Making Abilities of Small Unit Leaders. This report examines the operational environment, existing abilities, and gap to include data, technology, skill sets, training, and measures of effectiveness for small unit leaders in conducting enhanced company operations (ECOs) in hybrid engagement, complex environments. Improving the Decision Making Abilities of Small Unit Leaders also determines how to understand the decision making calculus and indicators of adversaries. Improving the Decision Making Abilities of Small Unit Leaders recommends operational and technical approaches for improving the decision making abilities of small unit leaders, including any acquisition and experimentation efforts that can be undertaken by the Marine Corps and/or by other stakeholders aimed specifically at improving the decision making of small unit leaders. This report recommends ways to ease the burden on small unit leaders and to better prepare the small unit leader for success. Improving the Decision Making Abilities of Small Unit Leaders also indentifies a responsible organization to ensure that training and education programs are properly developed, staffed, operated, evaluated, and expanded.

Thinking, Fast and Slow... in 30 Minutes

Author : 30 Minute Expert Summary Staff
Publisher :
ISBN 13 : 9781623150600
Total Pages : 42 pages
Book Rating : 4.1/5 (56 download)

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Book Synopsis Thinking, Fast and Slow... in 30 Minutes by : 30 Minute Expert Summary Staff

Download or read book Thinking, Fast and Slow... in 30 Minutes written by 30 Minute Expert Summary Staff and published by . This book was released on 2012-12-01 with total page 42 pages. Available in PDF, EPUB and Kindle. Book excerpt: Decisions: You make hundreds every day, but do you really know how they are made? When can you trust fast, intuitive judgment, and when is it biased? How can you transform your thinking to help avoid overconfidence and become a better decision maker? Thinking, Fast and Slow ...in 30 Minutes is the essential guide to quickly understanding the fundamental components of decision making outlined in Daniel Kahneman's bestselling book, Thinking, Fast and Slow. Understand the key ideas behind Thinking, Fast and Slow in a fraction of the time: Concise chapter-by-chapter synopses Essential insights and takeaways highlighted Illustrative case studies demonstrate Kahneman's groundbreaking research in behavioral economics In Thinking, Fast and Slow, Daniel Kahneman, best-selling author and recipient of the Nobel Prize in Economics, has compiled his many years of groundbreaking research to offer practical knowledge and insights into how people's minds make decisions. Challenging the standard model of judgment, Kahneman aims to enhance the everyday language about thinking to more accurately discuss, diagnose, and reduce poor judgment. Thought, Kahneman explains, has two distinct systems: the fast and intuitive System 1, and the slow and effortful System 2. Intuitive decision making is often effective, but in Thinking, Fast and Slow Kahneman highlights situations in which it is unreliable-when decisions require predicting the future and assessing risks. Presenting a framework for how these two systems impact the mind, Thinking, Fast and Slow reveals the far-reaching impact of cognitive biases-from creating public policy to playing the stock market to increasing personal happiness-and provides tools for applying behavioral economics toward better decision making. A 30 Minute Expert Summary of Thinking, Fast and Slow Designed for those whose desire to learn exceeds the time they have available, the Thinking, Fast and Slow expert summary helps readers quickly and easily become experts ...in 30 minutes.

Deliberative Constitution-making

Author : Min Reuchamps
Publisher : Taylor & Francis
ISBN 13 : 1000955249
Total Pages : 239 pages
Book Rating : 4.0/5 (9 download)

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Book Synopsis Deliberative Constitution-making by : Min Reuchamps

Download or read book Deliberative Constitution-making written by Min Reuchamps and published by Taylor & Francis. This book was released on 2023-08-31 with total page 239 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book explains deliberative constitution-making with a special focus on the connections between participation, representation and legitimacy and provides a general overview of what the challenges and prospects of deliberative constitution-making are today. It seeks to provide a more complete picture of what is at stake as a political trend in various places in the world, both theoretically and empirically grounded. Distinctively, the book studies not only established democracies and well-known cases of deliberative constitution-making but also such practices in authoritarian and less consolidated democratic settings and departs from a traditional institutional perspective to have a special focus on actors, and in particular underrepresented groups. This book is of key interest to scholars and students of deliberative democracy, constitutional politics, democratization and autocratization studies, citizen participation and more broadly to comparative politics, public administration, social policy and law.

Deliberative Mini-Publics

Author : Maija Setälä
Publisher : ECPR Press
ISBN 13 : 1907301321
Total Pages : 272 pages
Book Rating : 4.9/5 (73 download)

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Book Synopsis Deliberative Mini-Publics by : Maija Setälä

Download or read book Deliberative Mini-Publics written by Maija Setälä and published by ECPR Press. This book was released on 2014-07-01 with total page 272 pages. Available in PDF, EPUB and Kindle. Book excerpt: The first comprehensive account of the booming phenomenon of deliberative mini-publics, this book offers a systematic review of their variety, discusses their weaknesses, and recommends ways to make them a viable component of democracy. The book takes stock of the diverse practices of deliberative mini-publics and, more concretely, looks at preconditions, processes, and outcomes. It provides a critical assessment of the experience with mini-publics; in particular their lack of policy impact. Bringing together leading scholars in the field, notably James S Fishkin and Mark E Warren, Deliberative Mini-Publics will speak to anyone with an interest in democracy and democratic innovations.

Collective Decisions: Theory, Algorithms And Decision Support Systems

Author : Tomasz Szapiro
Publisher : Springer Nature
ISBN 13 : 303084997X
Total Pages : 268 pages
Book Rating : 4.0/5 (38 download)

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Book Synopsis Collective Decisions: Theory, Algorithms And Decision Support Systems by : Tomasz Szapiro

Download or read book Collective Decisions: Theory, Algorithms And Decision Support Systems written by Tomasz Szapiro and published by Springer Nature. This book was released on 2021-10-13 with total page 268 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is a token of appreciation for Professor Gregory E. Kersten (1949–2020), one of the most prominent and active researchers and scholars in the broadly perceived field of collective decisions, notably negotiations, the author of numerous influential papers, books, and edited volumes, a great scientist, mentor, and a loyal friend and colleague. This book contains some papers in the fields of group and collective decisions, voting, social choice, negotiations, and related topics, with examples of real applications. The authors are top researchers and scholars from all over the world whose life and academic career has been inspired and influenced by Professor Kersten.

Cutting Edge Robotics 2010

Author : Vedran Kordic
Publisher : BoD – Books on Demand
ISBN 13 : 9533070625
Total Pages : 454 pages
Book Rating : 4.5/5 (33 download)

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Book Synopsis Cutting Edge Robotics 2010 by : Vedran Kordic

Download or read book Cutting Edge Robotics 2010 written by Vedran Kordic and published by BoD – Books on Demand. This book was released on 2010-10-01 with total page 454 pages. Available in PDF, EPUB and Kindle. Book excerpt: Robotics research, especially mobile robotics is a young field. Its roots include many engineering and scientific disciplines from mechanical, electrical and electronics engineering to computer, cognitive and social sciences. Each of this parent fields is exciting in its own way and has its share in different books. This book is a result of inspirations and contributions from many researchers worldwide. It presents a collection of a wide range of research results in robotics scientific community. We hope you will enjoy reading the book as much as we have enjoyed bringing it together for you.

Mobile Robotics for Multidisciplinary Study

Author : Carolotta Berry
Publisher : Morgan & Claypool Publishers
ISBN 13 : 1608457990
Total Pages : 97 pages
Book Rating : 4.6/5 (84 download)

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Book Synopsis Mobile Robotics for Multidisciplinary Study by : Carolotta Berry

Download or read book Mobile Robotics for Multidisciplinary Study written by Carolotta Berry and published by Morgan & Claypool Publishers. This book was released on 2012-03-01 with total page 97 pages. Available in PDF, EPUB and Kindle. Book excerpt: This lecture provides an introduction to the field of mobile robotics and the intersection between multiple robotics-related disciplines including electrical, mechanical, computer, software engineering and computer science. It is intended for an upper-level undergraduate or first-year graduate students interested in mobile robotics and artificial intelligence with some experience in object-oriented programming and controls. Focus areas will include robotics history, hardware, control and software. Specific topics include robot components, effectors and actuators, locomotion, kinematics, sensors, feedback control, control architectures, representation, navigation, localization and mapping. The end of each chapter includes review questions as well as exercises to provide applications for the concepts as well as opportunities for further study. Table of Contents: Introduction / Hardware / Control / Software

Trends in Multiple Criteria Decision Analysis

Author : Salvatore Greco
Publisher : Springer Science & Business Media
ISBN 13 : 1441959041
Total Pages : 412 pages
Book Rating : 4.4/5 (419 download)

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Book Synopsis Trends in Multiple Criteria Decision Analysis by : Salvatore Greco

Download or read book Trends in Multiple Criteria Decision Analysis written by Salvatore Greco and published by Springer Science & Business Media. This book was released on 2010-09-10 with total page 412 pages. Available in PDF, EPUB and Kindle. Book excerpt: Multiple Criteria Decision Making (MCDM) is the study of methods and procedures by which concerns about multiple conflicting criteria can be formally incorporated into the management planning process. A key area of research in OR/MS, MCDM is now being applied in many new areas, including GIS systems, AI, and group decision making. This volume is in effect the third in a series of Springer books by these editors (all in the ISOR series), and it brings all the latest developments in MCDM into focus. Looking at developments in the applications, methodologies and foundations of MCDM, it presents research from leaders in the field on such topics as Problem Structuring Methodologies; Measurement Theory and MCDA; Recent Developments in Evolutionary Multiobjective Optimization; Habitual Domains and Dynamic MCDM in Changeable Spaces; Stochastic Multicriteria Acceptability Analysis; and many more chapters.

Breakthroughs in Decision Science and Risk Analysis

Author : Louis Anthony Cox, Jr.
Publisher : John Wiley & Sons
ISBN 13 : 1118938909
Total Pages : 328 pages
Book Rating : 4.1/5 (189 download)

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Book Synopsis Breakthroughs in Decision Science and Risk Analysis by : Louis Anthony Cox, Jr.

Download or read book Breakthroughs in Decision Science and Risk Analysis written by Louis Anthony Cox, Jr. and published by John Wiley & Sons. This book was released on 2015-02-18 with total page 328 pages. Available in PDF, EPUB and Kindle. Book excerpt: Discover recent powerful advances in the theory, methods, and applications of decision and risk analysis Focusing on modern advances and innovations in the field of decision analysis (DA), Breakthroughs in Decision Science and Risk Analysis presents theories and methods for making, improving, and learning from significant practical decisions. The book explains these new methods and important applications in an accessible and stimulating style for readers from multiple backgrounds, including psychology, economics, statistics, engineering, risk analysis, operations research, and management science. Highlighting topics not conventionally found in DA textbooks, the book illustrates genuine advances in practical decision science, including developments and trends that depart from, or break with, the standard axiomatic DA paradigm in fundamental and useful ways. The book features methods for coping with realistic decision-making challenges such as online adaptive learning algorithms, innovations in robust decision-making, and the use of a variety of models to explain available data and recommend actions. In addition, the book illustrates how these techniques can be applied to dramatically improve risk management decisions. Breakthroughs in Decision Science and Risk Analysis also includes: An emphasis on new approaches rather than only classical and traditional ideas Discussions of how decision and risk analysis can be applied to improve high-stakes policy and management decisions Coverage of the potential value and realism of decision science within applications in financial, health, safety, environmental, business, engineering, and security risk management Innovative methods for deciding what actions to take when decision problems are not completely known or described or when useful probabilities cannot be specified Recent breakthroughs in the psychology and brain science of risky decisions, mathematical foundations and techniques, and integration with learning and pattern recognition methods from computational intelligence Breakthroughs in Decision Science and Risk Analysis is an ideal reference for researchers, consultants, and practitioners in the fields of decision science, operations research, business, management science, engineering, statistics, and mathematics. The book is also an appropriate guide for managers, analysts, and decision and policy makers in the areas of finance, health and safety, environment, business, engineering, and security risk management.

Encyclopedia of Information Science and Technology, Third Edition

Author : Khosrow-Pour, Mehdi
Publisher : IGI Global
ISBN 13 : 1466658894
Total Pages : 10384 pages
Book Rating : 4.4/5 (666 download)

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Book Synopsis Encyclopedia of Information Science and Technology, Third Edition by : Khosrow-Pour, Mehdi

Download or read book Encyclopedia of Information Science and Technology, Third Edition written by Khosrow-Pour, Mehdi and published by IGI Global. This book was released on 2014-07-31 with total page 10384 pages. Available in PDF, EPUB and Kindle. Book excerpt: "This 10-volume compilation of authoritative, research-based articles contributed by thousands of researchers and experts from all over the world emphasized modern issues and the presentation of potential opportunities, prospective solutions, and future directions in the field of information science and technology"--Provided by publisher.

Spite and Development

Author : Ernst Fehr
Publisher : World Bank Publications
ISBN 13 :
Total Pages : 14 pages
Book Rating : 4./5 ( download)

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Book Synopsis Spite and Development by : Ernst Fehr

Download or read book Spite and Development written by Ernst Fehr and published by World Bank Publications. This book was released on 2008 with total page 14 pages. Available in PDF, EPUB and Kindle. Book excerpt: Abstract: In a wide variety of settings, spiteful preferences would constitute an obstacle to cooperation, trade, and thus economic development. This paper shows that spiteful preferences - the desire to reduce another's material payoff for the mere purpose of increasing one's relative payoff - are surprisingly widespread in experiments conducted in one of the least developed regions in India (Uttar Pradesh). In a one-shot trust game, the authors find that a large majority of subjects punish cooperative behavior although such punishment clearly increases inequality and decreases the payoffs of both subjects. In experiments to study coordination and to measure social preferences, the findings reveal empirical patterns suggesting that the willingness to reduce another's material payoff - either for the sake of achieving more equality or for the sake of being ahead - is stronger among individuals belonging to high castes than among those belonging to low castes. Because extreme social hierarchies are typically accompanied by a culture that stresses status-seeking, it is plausible that the observed social preference patterns are at least partly shaped by this culture. Thus, an exciting question for future research is the extent to which different institutions and cultures produce preferences that are conducive or detrimental to economic development.

Life Cycle Assessment Handbook

Author : Mary Ann Curran
Publisher : John Wiley & Sons
ISBN 13 : 1118528271
Total Pages : 634 pages
Book Rating : 4.1/5 (185 download)

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Book Synopsis Life Cycle Assessment Handbook by : Mary Ann Curran

Download or read book Life Cycle Assessment Handbook written by Mary Ann Curran and published by John Wiley & Sons. This book was released on 2012-11-07 with total page 634 pages. Available in PDF, EPUB and Kindle. Book excerpt: The first book of its kind, the Life Cycle Assessment Handbook: A Guide for Environmentally Sustainable Products will become an invaluable resource for environmentally progressive manufacturers and suppliers, product and process designers, executives and managers, and government officials who want to learn about this essential component of environmental sustainability. As the last several decades have seen a dramatic rise in the application of Life Cycle Assessment (LCA) in decision making, the interest in the life cycle concept as an environmental management and sustainability tool continues to grow. The LCA Handbook offers a look at the role that life cycle information, in the hands of companies, governments, and consumers, may have in improving the environmental performance of products and technologies. It concisely and clearly presents the various aspects of LCA in order to help the reader better understand the subject. The content of the book was designed with a certain flow in mind. After a high-level overview to describe current views and state-of-the-practice of LCA, it presents chapters that address specific LCA methodological issues including creating life cycle inventory, life cycle impact assessment, and capturing eco-systems services. These are followed by example applications of LCA in the agri-food industry; sustainable supply chain management; solid waste management; mining and mineral extraction; forest products; buildings; product innovation; and sustainable chemistry and engineering. The international success of the sustainability paradigm needs the participation of many stakeholders, including citizens, corporations, academia, and NGOs. The handbook links LCA and responsible decision making and how the life cycle concept is a critical element in environmental sustainability. It covers issues such as building capacity in developing countries and emerging economies so that they are more capable of harnessing the potential in LCA for sustainable development. Governments play a very important role with the leverage they have through procurement, regulation, international treaties, tax incentives, public outreach, and other policy tools. This compilation points to the clear trend for incorporating life cycle information into the design and development processes for products and policies, just as quality and safety concerns are now addressed throughout product design and development.

Thinking, Fast and Slow

Author : Daniel Kahneman
Publisher : Farrar, Straus and Giroux
ISBN 13 : 1429969350
Total Pages : 511 pages
Book Rating : 4.4/5 (299 download)

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Book Synopsis Thinking, Fast and Slow by : Daniel Kahneman

Download or read book Thinking, Fast and Slow written by Daniel Kahneman and published by Farrar, Straus and Giroux. This book was released on 2011-10-25 with total page 511 pages. Available in PDF, EPUB and Kindle. Book excerpt: Major New York Times bestseller Winner of the National Academy of Sciences Best Book Award in 2012 Selected by the New York Times Book Review as one of the ten best books of 2011 A Globe and Mail Best Books of the Year 2011 Title One of The Economist's 2011 Books of the Year One of The Wall Street Journal's Best Nonfiction Books of the Year 2011 2013 Presidential Medal of Freedom Recipient Kahneman's work with Amos Tversky is the subject of Michael Lewis's The Undoing Project: A Friendship That Changed Our Minds In his mega bestseller, Thinking, Fast and Slow, Daniel Kahneman, the renowned psychologist and winner of the Nobel Prize in Economics, takes us on a groundbreaking tour of the mind and explains the two systems that drive the way we think. System 1 is fast, intuitive, and emotional; System 2 is slower, more deliberative, and more logical. The impact of overconfidence on corporate strategies, the difficulties of predicting what will make us happy in the future, the profound effect of cognitive biases on everything from playing the stock market to planning our next vacation—each of these can be understood only by knowing how the two systems shape our judgments and decisions. Engaging the reader in a lively conversation about how we think, Kahneman reveals where we can and cannot trust our intuitions and how we can tap into the benefits of slow thinking. He offers practical and enlightening insights into how choices are made in both our business and our personal lives—and how we can use different techniques to guard against the mental glitches that often get us into trouble. Winner of the National Academy of Sciences Best Book Award and the Los Angeles Times Book Prize and selected by The New York Times Book Review as one of the ten best books of 2011, Thinking, Fast and Slow is destined to be a classic.

Nanomaterials

Author : Igor Linkov
Publisher : Springer Science & Business Media
ISBN 13 : 1402094914
Total Pages : 459 pages
Book Rating : 4.4/5 (2 download)

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Book Synopsis Nanomaterials by : Igor Linkov

Download or read book Nanomaterials written by Igor Linkov and published by Springer Science & Business Media. This book was released on 2008-12-26 with total page 459 pages. Available in PDF, EPUB and Kindle. Book excerpt: Many potential questions regarding the risks associated with the development and use of wide-ranging technologies enabled through engineered nanomaterials. For example, with over 600 consumer products available globally, what information exists that describes their risk to human health and the environment? What en- neering or use controls can be deployed to minimize the potential environmental health and safety impacts of nanomaterials throughout the manufacturing and product lifecycles? How can the potential environmental and health benefits of nanotechnology be realized and maximized? The idea for this book was conceived at the NATO Advanced Research Workshop (ARW) on “Nanomaterials: Environmental Risks and Benefits and Emerging Consumer Products. ” This meeting – held in Algarve, Portugal, in April 2008 – started with building a foundation to harmonize risks and benefits associated with nanomaterials to develop risk management approaches and policies. More than 70 experts, from 19 countries, in the fields of risk assessment, decision-analysis, and security discussed the current state-of-knowledge with regard to nanomaterial risk and benefits. The discussion focused on the adequacy of available risk assessment tools to guide nanomaterial applications in industry and risk governance. The workshop had five primary purposes: Describe the potential benefits of nanotechnology enabled commercial products. Identify and describe what is known about environmental and human health risks of nanomaterials and approaches to assess their safety. Assess the suitability of multicriteria decision analysis for reconciling the benefits and risks of nanotechnology.